Title :
Efficient algorithm for real-time handwritten character recognition in mobile devices
Author :
Beltrán, Alberto ; Mendoza, Sonia
Author_Institution :
Dept. of Comput. Sci., CINVESTAV, Mexico City, Mexico
Abstract :
Using handwriting as a form of communication with personal devices has recently attained notable popularity owing to the increasing use of touchscreen devices and the tendency to make human-computer interaction more natural. However, as current handwritten character recognition algorithms implement high resource-consuming operations, their use is limited to the development of complex and specific applications, which are not suitable for mobile devices. In fact, such recognition algorithms should consume a small amount of computer resources in order to be used as a common tool to decode data input. In this paper, we propose an algorithm with low resource consumption and high efficiency, which exploits the characteristics of personal mobile devices to recognize handwritten characters in real-time.
Keywords :
handwritten character recognition; human computer interaction; mobile computing; touch sensitive screens; human-computer interaction; mobile devices; real-time handwritten character recognition; resource consumption; resource-consuming operations; touchscreen devices; Algorithm design and analysis; Humans; directional features; mobile computing; real-time handwriting recognition;
Conference_Titel :
Electrical Engineering Computing Science and Automatic Control (CCE), 2011 8th International Conference on
Conference_Location :
Merida City
Print_ISBN :
978-1-4577-1011-7
DOI :
10.1109/ICEEE.2011.6106583